Adult
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Adult
72F1 Score
23
Adult Subgroup #5, 1%
2.13Mean Performance Diff
21
Adult Subgroup #4, 1%
0.76Mean Performance Difference
21
Adult Subgroup #3, 3%
1.04Mean Performance Diff
21
Adult Subgroup #2, 9%
2.31Mean Performance Diff
21
Adult Subgroup #1, 86%
1.01Mean Performance Diff
21
Adult 10k rows QIdemo RankSwap release 1.0 (test)
49.3Mean Reconstruction Accuracy (R_adv)
19
Adult
0.64Error Rate
19
Adult
99.49C2ST
19
Adult
1.61Pairwise Correlation Alignment Error (%)
19
Adult QIdemo
97AUC
18
Adult
0.034Fidelity Error
18
Adult
0.3Query Error
18
Adult (test)
0.927AUC
18
ADULT (test)
82.31Accuracy
18
Adult (test)
87.01Accuracy
17
Adult
0.996Shape Similarity
17
Adult (test)
91.18DCR Score
16
Adult
27.8Shape Similarity
16
Adult
-0.16Delta DP
16
Adult (test)
0.126Performance Matrix Difference (Oracle)
16
Adult
31.01Memory Ratio (%)
15
Adult (10-fold cross-validation)
0.03Recourse Cost
15
Adult (synthetic)
82.09Accuracy
15
Adult
1.9Ratio Cost to LB
15